Detection of Apple Lesions in Orchards Based on Deep Learning Methods of CycleGAN and YOLOV3-Dense

Table 9

scores and IoU of YOLOV3-dense models trained by training datasets with different sizes.

Size of the dataset	10	50	100	200	400	500	600	700
F1 score	0.532	0.642	0.656	0.697	0.765	0.784	0.810	0.816
IoU	0.675	0.731	0.784	0.826	0.882	0.901	0.913	0.917